Triple

T6437502
Position Surface form Disambiguated ID Type / Status
Subject Raymond Holt E129934 entity
Predicate rival P437 FINISHED
Object Madeline Wuntch
Madeline Wuntch is a high-ranking NYPD official and recurring antagonist in the sitcom "Brooklyn Nine-Nine," known for her long-running professional feud with Captain Raymond Holt.
E599246 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Madeline Wuntch | Statement: [Raymond Holt, rival, Madeline Wuntch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madeline Wuntch
Context triple: [Raymond Holt, rival, Madeline Wuntch]
  • A. Madeline Ashton
    Madeline Ashton is a vain, aging Hollywood actress whose obsession with youth and beauty leads her to drink a magical potion granting eternal life in the dark comedy film "Death Becomes Her."
  • B. Madeline Zima
    Madeline Zima is an American actress best known for her roles in the television series "The Nanny," "Californication," and "Heroes."
  • C. Madeline Neroni
    Madeline Neroni is a captivating, manipulative, and physically disabled beauty in Anthony Trollope’s novel "Barchester Towers," known for using her charm and wit to influence the social and romantic intrigues around her.
  • D. Madeline Will
    Madeline Will is the wife of American conservative political commentator and columnist George F. Will.
  • E. Madeline Gleason
    Madeline Gleason was an American poet and organizer known for helping launch the San Francisco poetry scene, including organizing one of the first major public poetry festivals in the city.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Madeline Wuntch
Triple: [Raymond Holt, rival, Madeline Wuntch]
Generated description
Madeline Wuntch is a high-ranking NYPD official and recurring antagonist in the sitcom "Brooklyn Nine-Nine," known for her long-running professional feud with Captain Raymond Holt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madeline Wuntch
Target entity description: Madeline Wuntch is a high-ranking NYPD official and recurring antagonist in the sitcom "Brooklyn Nine-Nine," known for her long-running professional feud with Captain Raymond Holt.
  • A. Madeline Ashton
    Madeline Ashton is a vain, aging Hollywood actress whose obsession with youth and beauty leads her to drink a magical potion granting eternal life in the dark comedy film "Death Becomes Her."
  • B. Madeline Zima
    Madeline Zima is an American actress best known for her roles in the television series "The Nanny," "Californication," and "Heroes."
  • C. Madeline Neroni
    Madeline Neroni is a captivating, manipulative, and physically disabled beauty in Anthony Trollope’s novel "Barchester Towers," known for using her charm and wit to influence the social and romantic intrigues around her.
  • D. Madeline Will
    Madeline Will is the wife of American conservative political commentator and columnist George F. Will.
  • E. Madeline Gleason
    Madeline Gleason was an American poet and organizer known for helping launch the San Francisco poetry scene, including organizing one of the first major public poetry festivals in the city.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c0084caac48190a7bc2ad8ba44536f completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c06964186c8190aeeb0038f4696032 completed March 22, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cb02cb3c8190917842bb654326ee completed March 27, 2026, 6:22 p.m.
NEDg Description generation batch_69c6cc960e088190bd9643aa1c46128d completed March 27, 2026, 6:29 p.m.
NED2 Entity disambiguation (via description) batch_69c6cd4d50948190ac60ec518f00e5d8 completed March 27, 2026, 6:32 p.m.
Created at: March 22, 2026, 4:45 p.m.